Human Pose Forecasting

Human pose forecasting is the task of detecting and predicting future human poses.

( Image credit: EgoPose )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–25 of 58 papers

Title	Date	Tasks	Status	Hype	Score
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion	Aug 31, 2023	3D Human DynamicsHuman Dynamics	CodeCode Available	2	5
Robust Motion In-betweening	Feb 9, 2021	Human Pose Forecastingmotion in-betweening	CodeCode Available	2	5
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction	Mar 30, 2022	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection	Jul 14, 2023	2D Human Pose EstimationAnomaly Detection	CodeCode Available	1	5
Learning Trajectory Dependencies for Human Motion Prediction	Aug 15, 2019	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction	Aug 17, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
Generating Smooth Pose Sequences for Diverse Human Motion Prediction	Aug 19, 2021	DiversityHuman motion prediction	CodeCode Available	1	5
Back to MLP: A Simple Baseline for Human Motion Prediction	Jul 4, 2022	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction	Aug 16, 2021	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning	Apr 8, 2024	Human Pose Forecasting	CodeCode Available	1	5
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting	Feb 21, 2024	Autonomous DrivingHuman motion prediction	CodeCode Available	1	5
A generic diffusion-based approach for 3D human pose prediction in the wild	Oct 11, 2022	DenoisingHuman Pose Forecasting	CodeCode Available	1	5
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders	Nov 8, 2016	ClusteringHuman Pose Forecasting	CodeCode Available	1	5
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors	Feb 9, 2023	DiversityHuman motion prediction	CodeCode Available	1	5
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space	Jul 15, 2022	DiversityHuman motion prediction	CodeCode Available	1	5
MotionMap: Representing Multimodality in Human Pose Forecasting	Dec 25, 2024	Human Pose Forecasting	CodeCode Available	1	5
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction	Mar 18, 2020	DiversityHuman motion prediction	CodeCode Available	1	5
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction	Nov 25, 2022	DiversityHuman motion prediction	CodeCode Available	1	5
Best Practices for 2-Body Pose Forecasting	Apr 12, 2023	Human Pose ForecastingMotion Forecasting	CodeCode Available	1	5
MotionMixer: MLP-based 3D Human Body Pose Forecasting	Jul 1, 2022	Human Pose Forecasting	CodeCode Available	1	5
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning	Mar 20, 2023	Human Pose Forecastingmotion prediction	CodeCode Available	1	5
Contact-aware Human Motion Forecasting	Oct 8, 2022	Human Pose ForecastingMotion Forecasting	CodeCode Available	1	5
Expressive Forecasting of 3D Whole-body Human Motions	Dec 19, 2023	Human Pose ForecastingMotion Forecasting	CodeCode Available	1	5
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction	Dec 19, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
Pose Forecasting in Industrial Human-Robot Collaboration	Jul 24, 2022	Human Pose Forecasting	CodeCode Available	1	5

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